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pyraformer
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tks for #6
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chenryn authored Oct 8, 2023
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Expand Up @@ -141,6 +141,7 @@ AIOps 的论文、演讲、开源库的汇总手册。按照[《企业AIOps实
* 红帽开源,是 hawkular(已被 jaeger 取代)项目的一部分,在 ARIMA 基础上做了自动调参:<https://github.com/hawkular/hawkular-datamining>
* 360 开源,封装了LR、ARIMA、LSTM等通用算法做预测:<https://github.com/jixinpu/aiopstools/tree/master/aiopstools/timeseries_predict>
* 北卡顾晓晖团队做监控系统数据传输压缩的论文(先聚类并下发预测模型,agent上预测无偏差就不上报了):<http://dance.csc.ncsu.edu/papers/ICAC09.pdf>
* 蚂蚁金服开源的 Pyraformer 项目,其中还额外开源了公司内部的 AppFlow 数据集:<https://github.com/ant-research/Pyraformer>

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